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Filtering by: Unit (Department) Data Science Year 2021

1. MANIRank: Multiple Attribute and Intersectional Fairness for Consensus Ranking

Keyword:: Bias, Consensus Ranking, and Fair decision making
Creator:: Cachel, Kathleen
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-12-20
Resource Type:: Dissertation
Degree:: MS
Unit (Department):: Data Science

2. Prediction and Observation Timing in Time Series Classification

Keyword:: Time Series and Deep Learning
Creator:: Hartvigsen, Thomas
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-12-14
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

3. Explaining Deep Time Series Classifiers

Creator:: Parvatharaju, Prathyush
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-12-15
Resource Type:: Dissertation
Degree:: MS
Unit (Department):: Data Science

4. Dimension Estimation and Application in Finance

Creator:: Bahadur, Nitish
Advisor:: Paffenroth, Randy Clinton
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-12-03
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

5. Essays in Mixed-Integer Nonlinear Optimization for Matching Applications

Keyword:: Many-to-One Matching and Integer Optimization
Creator:: Wiratchotisatian, Pitchaya
Advisor:: Trapp, Andrew C
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-08-10
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

6. Competitive Opinion Maximization in Social Networks

Keyword:: Influence maximization and Opinion Maximization
Creator:: Luo, Jianjun
Advisor:: Kong, Xiangnan
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-08-12
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

7. Analytics projects for key stakeholders in large scale online learning systems

Creator:: Jakhmola, Rahul
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-08-13
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

8. Identifying Struggling Students by Comparing Online Tutor Clickstreams

Keyword:: Outlier Detection, Online Learning, Unsupervised Learning, Tutoring, and Anomaly Detection
Creator:: Prihar, Ethan B.
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-03-02
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

9. Effectiveness of the Automatic Reassessment and Relearning System for Short- and Long-term Mathematical Skill Retention

Keyword:: Spacing Effect, Testing effect, and ASSISTments
Creator:: Gonsalves, Manuel S.
Advisor:: Heffernan, Neil
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-04-22
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

10. Cycles Improve Conditional Generators

Keyword:: GAN, Conditional, Deep Learning, Generation, Cycle, and Machine Leaning
Creator:: Moore, Alexander M.
Advisor:: Paffenroth, Randy Clinton and Kong, Xiangnan
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-04-30
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science